Firefly: Illuminating Large-Scale Verified Tool-Call Data Generation from Real APIs

arXiv:2605.17558 · cs.SE, cs.CL · Submitted 2026-05-17 · Read on arXiv

cs.SE, cs.CL

Submitted: 2026-05-17

Updated: 2026-10-26

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes
• GRPO — 1× in this paper · explained in 6 episodes
• Verification — 1× in this paper · explained in 2 episodes

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